| Document Type
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BL
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| Record Number
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841967
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| Main Entry
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Finch, W. Holmes, (William Holmes)
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| Title & Author
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Multilevel modeling using R /\ W. Holmes Finch, Jocelyn E. Bolin, Ken Kelley.
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| Edition Statement
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Second edition.
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| Publication Statement
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New York, NY :: CRC Press/Taylor & Francis,, [2019]
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, ©2019
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| Series Statement
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Statistics in the social and behavioral sciences series
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| Page. NO
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1 online resource (ix, 242 pages) :: illustrations
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| ISBN
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1351062239
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: 1351062247
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: 1351062255
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: 1351062263
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: 9781351062237
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: 9781351062244
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: 9781351062251
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: 9781351062268
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1138480673
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1138480711
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9781138480674
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9781138480711
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Authors -- Linear models -- An introduction to multilevel data structure -- Fitting two-level models in R -- Three-level and higher models -- Longitudinal data analysis using multilevel models -- Graphing data in multilevel contexts -- Brief introduction to generalized linear models -- Multilevel generalized linear models (MGLMs) -- Bayesian multilevel modeling -- Advanced issues in multilevel modeling -- References -- Index.
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| Abstract
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"This book presents the theory and practice of major multilevel modeling techniques in a variety of contexts using R as the software tool. It describes the applications and extensions of multilevel modeling with special emphasis on the use of R to conduct the analyses and interpret the resulting output. The book is designed for researchers, data analysts, and upper-level undergraduate and graduate students taking a course on multilevel modeling or statistical modeling"--Publisher's description.
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| Subject
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Multivariate analysis.
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| Subject
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R (Computer program language)
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Social sciences-- Statistical methods.
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| Subject
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MATHEMATICS-- Probability Statistics-- General.
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| Subject
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Multivariate analysis.
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| Subject
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R (Computer program language)
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Social sciences-- Statistical methods.
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| Dewey Classification
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005.5/5
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| LC Classification
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HA31.35
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| Added Entry
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Bolin, Jocelyn E.
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Kelley, Ken, (Professor of information technology)
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